{"id":"W2058464918","doi":"10.1016/j.jcv.2011.09.016","title":"Molecular and antigenic evolution of human influenza A/H3N2 viruses in Quebec, Canada, 2009–2011","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Antigenic drift; Virology; Hemagglutination assay; Antigen; Biology; Titer; Antigenic variation; Strain (injury); Phylogenetic tree; Antigenic shift; Influenza A virus; Virus; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006013993,0.0003753244,0.0003017494,0.001083085,0.002518103,0.00103658,0.0008338685,0.0005315689,0.001781164],"category_scores_gemma":[0.0009791352,0.0002340117,0.0004204866,0.002192871,0.0006303816,0.0003307425,0.0003554776,0.0008640375,0.0002351717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04018932,"about_ca_system_score_gemma":0.02018647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960617,"about_ca_topic_score_gemma":0.9975914,"domain_scores_codex":[0.9995626,0.00003282492,0.00001854677,0.00007946303,0.0001199271,0.0001866476],"domain_scores_gemma":[0.9985903,0.00005747078,0.0001559883,0.00002377099,0.0008857115,0.0002868657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008819784,0.00009399275,0.9545319,0.0001168394,0.0002696457,0.0005850269,0.002149757,0.002340732,0.008122047,0.0006628229,0.007362289,0.02288301],"study_design_scores_gemma":[0.000008216152,0.00002727824,0.995267,0.00002170038,0.00002290282,0.0001061947,0.00078141,0.0006417817,0.0002300923,0.00001244685,0.002870835,0.00001004303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875188,0.002701879,0.0002642868,0.0008447198,0.00005259964,0.00004487413,0.003757049,0.00001699315,0.004798643],"genre_scores_gemma":[0.9939936,0.000718539,0.0002588368,0.0002958547,0.00001089266,0.00001105115,0.001687598,0.000009620246,0.003014002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04018932,"threshold_uncertainty_score":0.2915953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805782137802605,"score_gpt":0.4511371815615681,"score_spread":0.2705589677813076,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}